{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "3a23118a-0b21-4ec6-8d6c-deee50798809",
   "metadata": {},
   "outputs": [],
   "source": [
    "from langchain.chat_models import AzureChatOpenAI\n",
    "from dotenv import load_dotenv\n",
    "import os\n",
    "import openai\n",
    "from langchain.chains import GraphCypherQAChain\n",
    "from langchain.graphs import Neo4jGraph\n",
    "from langchain.callbacks import get_openai_callback\n",
    "import pandas as pd\n",
    "from tqdm import tqdm\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "50667110-d8d3-46cf-842e-1885fa73eaaa",
   "metadata": {},
   "outputs": [],
   "source": [
    "curated_data = pd.read_csv('../data/benchmark_data/true_false_questions.csv').drop('Unnamed: 0', axis=1)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "b2258878-d4f9-4721-8280-e9f01ac60428",
   "metadata": {},
   "outputs": [],
   "source": [
    "LLM_MODEL = 'gpt-4'\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "14ae89f4-7ddb-483b-b38e-d05ed4f21926",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/karthiksoman/anaconda3/envs/cypher_rag/lib/python3.10/site-packages/langchain_core/_api/deprecation.py:119: LangChainDeprecationWarning: The class `AzureChatOpenAI` was deprecated in LangChain 0.0.10 and will be removed in 0.3.0. An updated version of the class exists in the langchain-openai package and should be used instead. To use it run `pip install -U langchain-openai` and import as `from langchain_openai import AzureChatOpenAI`.\n",
      "  warn_deprecated(\n"
     ]
    }
   ],
   "source": [
    "\n",
    "load_dotenv(os.path.join(os.path.expanduser('~'), '.gpt_config.env'))\n",
    "API_KEY = os.environ.get('API_KEY')\n",
    "API_VERSION = os.environ.get('API_VERSION')\n",
    "RESOURCE_ENDPOINT = os.environ.get('RESOURCE_ENDPOINT')\n",
    "openai.api_type = \"azure\"\n",
    "openai.api_key = API_KEY\n",
    "openai.api_base = RESOURCE_ENDPOINT\n",
    "openai.api_version = API_VERSION\n",
    "chat_deployment_id = LLM_MODEL\n",
    "chat_model_id = chat_deployment_id\n",
    "temperature = 0\n",
    "chat_model = AzureChatOpenAI(openai_api_key=API_KEY, openai_api_version=API_VERSION, azure_deployment=chat_deployment_id, azure_endpoint=RESOURCE_ENDPOINT, temperature=temperature)\n",
    "load_dotenv(os.path.join(os.path.expanduser('~'), '.spoke_neo4j_config.env'))\n",
    "username = os.environ.get('NEO4J_USER')\n",
    "password = os.environ.get('NEO4J_PSW')\n",
    "url = os.environ.get('NEO4J_URL')\n",
    "database = os.environ.get('NEO4J_DB')\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "480fa890-7ee8-44b8-ac85-ed6f29fb1d56",
   "metadata": {},
   "outputs": [],
   "source": [
    "graph = Neo4jGraph(url=url, username=username, password=password, database = database)\n",
    "chain = GraphCypherQAChain.from_llm(chat_model, graph=graph, verbose=True, validate_cypher=True,return_intermediate_steps=True)\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "7c3b61f9-691a-4b18-95d0-577b2a30d356",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "0it [00:00, ?it/s]/Users/karthiksoman/anaconda3/envs/cypher_rag/lib/python3.10/site-packages/langchain_core/_api/deprecation.py:119: LangChainDeprecationWarning: The method `Chain.run` was deprecated in langchain 0.1.0 and will be removed in 0.2.0. Use invoke instead.\n",
      "  warn_deprecated(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "1it [00:02,  2.02s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mThis task does not require a Cypher statement.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (c:Compound {name: 'metronidazole'})-[:TREATS_CtD]->(d:Disease {name: \"crohn's disease\"}) RETURN c, d\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2it [00:08,  4.87s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "3it [00:11,  3.78s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"KLEEFSTRA SYNDROME 1\"})-[r:ASSOCIATES_DaG]-(g:Gene {name: \"EHMT1\"}) RETURN NOT EXISTS(r) AS result;\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Juvenile polyposis syndrome\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"SMAD4\"}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "4it [00:14,  3.70s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "5it [00:17,  3.19s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mFalse. The question does not provide enough information to determine the Disease ontology identifier for congenital generalized lipodystrophy type 2. A Cypher query would be needed to retrieve this information from the graph database.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "6it [00:19,  2.73s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mFalse. The question does not provide enough information to determine the Disease ontology identifier for Marfan syndrome. A Cypher query would be needed to retrieve this information from the graph database.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "7it [00:32,  6.15s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mAs an AI model, I am not capable of answering true or false questions. However, I can generate a Cypher statement to query a graph database based on the provided schema. Here is an example:\n",
      "\n",
      "MATCH (d:Disease {name: 'cystic fibrosis'})-[:LOCALIZES_DlA]->(a:Anatomy {name: 'respiratory system'}) RETURN d, a\n",
      "\n",
      "This statement will return the 'cystic fibrosis' disease node and the 'respiratory system' anatomy node if there is a LOCALIZES_DlA relationship between them, which would indicate that cystic fibrosis is a disorder of the respiratory system.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'alpha-Mannosidosis'})-[r:ASSOCIATES_DaG]->(g:Gene {name: 'MAN2B1'}) RETURN COUNT(r) > 0 AS result;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'result': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "8it [00:40,  6.73s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'Wolcott-Rallison syndrome'})-[r:ASSOCIATES_DaG]->(g:Gene {name: 'EIF2AK3'}) RETURN COUNT(r) > 0 AS result;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'result': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "9it [00:45,  6.21s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Neurofibromatosis 2\"})-[r:ASSOCIATES_DaG]->(g:Gene {name: \"NF2\"})\n",
      "RETURN NOT EXISTS((d)-[r]->(g)) AS Result\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "10it [00:49,  5.46s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Received notification from DBMS server: {severity: WARNING} {code: Neo.ClientNotification.Statement.UnknownPropertyKeyWarning} {category: UNRECOGNIZED} {title: The provided property key is not in the database} {description: One of the property names in your query is not available in the database, make sure you didn't misspell it or that the label is available when you run this statement in your application (the missing property name is: syndromic)} {position: line: 1, column: 56, offset: 55} for query: 'MATCH (d:Disease {name: \"Angelman syndrome\"}) RETURN d.syndromic'\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Angelman syndrome\"}) RETURN d.syndromic\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'d.syndromic': None}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "11it [00:51,  4.42s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (c:Compound {name: 'colchicine'})-[:TREATS_CtD]->(d:Disease {name: 'familial mediterranean fever'}) RETURN c, d\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "12it [00:54,  3.97s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Marfan Syndrome\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"FBN1\"}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "13it [00:58,  4.01s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "14it [01:05,  4.93s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mAs an AI model, I am not capable of answering true or false questions. However, I can help you construct a Cypher statement to query a graph database based on the provided schema. Here is an example:\n",
      "\n",
      "MATCH (d:Disease {name: 'Mowat-Wilson syndrome'}) RETURN d\n",
      "\n",
      "This statement will return the node representing the Mowat-Wilson syndrome in the graph database. You can then examine the properties of this node to determine if it is a syndromic intellectual disability.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "15it [01:06,  3.80s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mThis task does not require a Cypher statement.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "16it [01:09,  3.48s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mFalse. The question does not provide enough information to generate a Cypher statement. The schema provided does not include a property for Disease ontology identifier.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'Tangier Disease'})-[r:ASSOCIATES_DaG]->(g:Gene {name: 'ABCA1'}) RETURN COUNT(r) > 0 AS result;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'result': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "17it [01:13,  3.66s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "18it [01:16,  3.54s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'central diabetes insipidus'}) RETURN d.identifier\n",
      "\n",
      "This Cypher statement will return the disease ontology identifier for central diabetes insipidus. Compare the returned value with \"DOID:350\" to determine if the statement is true or false.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Ulnar-mammary syndrome\"}), (g:Gene {name: \"TBX3\"}) \n",
      "RETURN EXISTS((d)-[:ASSOCIATES_DaG]->(g)) AS association_exists\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "19it [01:20,  3.62s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (c:Compound {name: 'bevacizumab'})-[:TREATS_CtD]->(d:Disease {name: 'hereditary hemorrhagic telangiectasia'}) RETURN COUNT(*) > 0 AS result;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'result': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "20it [01:24,  3.84s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'Liver carcinoma'})-[r:ASSOCIATES_DaG]->(g:Gene {name: 'MET'}) RETURN COUNT(r) > 0 AS association_exists;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'association_exists': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "21it [01:27,  3.61s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Antithrombin III Deficiency\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"SERPINC1\"}) RETURN NOT EXISTS((d)-[:ASSOCIATES_DaG]->(g)) AS result;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "22it [01:31,  3.57s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'Mastocytosis'})-[r:ASSOCIATES_DaG]-(g:Gene {name: 'KIT'}) RETURN COUNT(r) > 0 AS association_exists;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'association_exists': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "23it [01:34,  3.50s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "24it [01:37,  3.23s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mFalse. The question does not provide enough information to generate a Cypher statement. The schema provided does not include a property for Disease ontology identifier. Therefore, it is not possible to confirm if the Disease ontology identifier for Farber lipogranulomatosis is DOID:0050464.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'Familial Mediterranean Fever'}), (g:Gene {name: 'MEFV'})\n",
      "RETURN EXISTS((d)-[:ASSOCIATES_DaG]->(g)) AS result\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "25it [01:42,  3.75s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "26it [01:45,  3.62s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Wiskott-Aldrich syndrome\"}) RETURN d.identifier\n",
      "\n",
      "This Cypher statement will return the Disease ontology identifier for Wiskott-Aldrich syndrome. You can then compare the returned value with \"DOID:9169\" to verify if the statement is true or false.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "27it [01:46,  2.81s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mThis task does not require a Cypher statement.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'Juvenile Myoclonic Epilepsy'}), (g:Gene {name: 'EFHC1'}) \n",
      "RETURN EXISTS((d)-[:ASSOCIATES_DaG]->(g)) AS AssociationExists\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "28it [01:50,  3.26s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3m\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "29it [01:54,  3.38s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Very long chain acyl-CoA dehydrogenase deficiency\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"ACADVL\"})\n",
      "RETURN NOT EXISTS((d)-[:ASSOCIATES_DaG]->(g)) AS Result\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "30it [01:57,  3.43s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "31it [01:59,  2.77s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mThis task does not require a Cypher statement.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Fibrodysplasia Ossificans Progressiva\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"ACVR1\"}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "32it [02:02,  2.86s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "33it [02:06,  3.26s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Canavan Disease\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"ASPA\"}) RETURN d, g\n",
      "\n",
      "This Cypher statement will return the Disease node for Canavan Disease and the Gene node for ASPA if there is an ASSOCIATES_DaG relationship between them. If it returns a result, the statement is true. If it does not return a result, the statement is false.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Chediak-Higashi syndrome\"}) RETURN d.name, d.obsolete\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'d.name': 'Chediak-Higashi syndrome', 'd.obsolete': None}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "34it [02:09,  3.25s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Hereditary hemorrhagic telangiectasia\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"ENG\"}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "35it [02:12,  3.18s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Lafora Disease\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"NHLRC1\"}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "36it [02:16,  3.41s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'Pheochromocytoma'}), (g:Gene {name: 'RET'}) \n",
      "RETURN EXISTS((d)-[:ASSOCIATES_DaG]->(g)) AS AssociationExists\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "37it [02:19,  3.38s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Xeroderma pigmentosum, group B\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"ERCC3\"}) RETURN COUNT(*) > 0 AS result;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'result': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "38it [02:24,  3.84s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Acute intermittent porphyria\"}), (g:Gene {name: \"HMBS\"}) \n",
      "RETURN EXISTS((d)-[:ASSOCIATES_DaG]->(g)) AS association_exists\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "39it [02:27,  3.61s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "40it [02:28,  2.79s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mThis task does not require a Cypher statement.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'vitelliform macular dystrophy'})-[:ISA_DiD]->(p:Disease {name: 'macular degeneration'}) RETURN COUNT(*) > 0 AS result;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'result': True}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "41it [02:32,  2.94s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Spinocerebellar Ataxia Type 5\"}), (g:Gene {name: \"SPTBN2\"})\n",
      "RETURN EXISTS((d)-[:ASSOCIATES_DaG]->(g)) AS result\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "42it [02:39,  4.31s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "43it [02:44,  4.43s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Pelizaeus-Merzbacher disease\"}) RETURN d.identifier AS Disease_ontology_identifier\n",
      "\n",
      "The statement can be true or false depending on the result of the above query. If the result is \"DOID:5688\", then the statement is true. If the result is different from \"DOID:5688\", then the statement is false.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Robinow syndrome, autosomal recessive\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"ROR2\"}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "44it [02:49,  4.67s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "45it [02:53,  4.49s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mFalse. The question does not provide enough information to determine the Disease ontology identifier for Loeys-Dietz syndrome. A Cypher query would be needed to retrieve this information from the graph database.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'Cystic Fibrosis'})-[:ASSOCIATES_DaG]->(g:Gene {name: 'CFTR'}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "46it [02:57,  4.33s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Greig cephalopolysyndactyly syndrome\"}), (g:Gene {name: \"GLI3\"}) \n",
      "RETURN EXISTS((d)-[:ASSOCIATES_DaG]->(g)) AS result\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'result': True}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "47it [03:02,  4.56s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "48it [03:03,  3.55s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mFalse. Alkaptonuria is a disorder of tyrosine metabolism.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'Timothy syndrome'}), (g:Gene {name: 'CACNA1C'})\n",
      "RETURN EXISTS((d)-[:ASSOCIATES_DaG]->(g)) AS result\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'result': True}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "49it [03:07,  3.45s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "50it [03:08,  2.93s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mThis task does not require a Cypher statement.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "51it [03:09,  2.33s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mThis task does not require a Cypher statement.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (c:Compound {name: 'Factor IX'}), (d:Disease {name: 'Hemophilia B'}) \n",
      "RETURN EXISTS((c)-[:TREATS_CtD]->(d)) AS result\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "52it [03:13,  2.80s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'Mucopolysaccharidosis VI'})-[:ASSOCIATES_DaG]->(g:Gene {name: 'ARSB'}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "53it [03:20,  3.99s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"HEMOCHROMATOSIS, TYPE 4\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"SLC40A1\"}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "54it [03:24,  3.93s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Charcot-Marie-Tooth Disease, Type Ib\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"MPZ\"}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "55it [03:27,  3.90s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "56it [03:29,  3.19s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mThe question is not asking for a Cypher statement to be generated. Therefore, it's not possible to provide a Cypher statement as an answer.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Denys-Drash Syndrome\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"WT1\"}) RETURN COUNT(*) > 0 AS association_exists;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'association_exists': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "57it [03:35,  3.93s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Cherubism\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"SH3BP2\"}) RETURN COUNT(*) > 0 AS result;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'result': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "58it [03:41,  4.70s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"PITT-HOPKINS SYNDROME\"}), (g:Gene {name: \"TCF4\"}) \n",
      "RETURN EXISTS((d)-[:ASSOCIATES_DaG]->(g)) AS AssociationExists\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "59it [03:48,  5.23s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "60it [03:49,  4.01s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mThis task does not require a Cypher statement.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Paroxysmal Nonkinesigenic Dyskinesia 1\"})-[r:ASSOCIATES_DaG]->(g:Gene {name: \"PNKD\"}) RETURN COUNT(r) > 0 AS association_exists;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'association_exists': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "61it [03:55,  4.63s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Enhanced S-Cone Syndrome\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"NR2E3\"}) RETURN COUNT(*) > 0 AS association_exists;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'association_exists': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "62it [03:58,  4.23s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "63it [04:04,  4.67s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mFalse. The statement is incorrect because Canavan disease is not an inborn aminoacylase deficiency. It is actually a rare inherited disorder that damages the ability of nerve cells (neurons) in the brain to send and receive messages. This disease is characterized by the degeneration of myelin, a substance that forms a layer (the myelin sheath), around certain nerve cells. Canavan disease is caused by mutations in the ASPA gene, which provides instructions for making the enzyme aspartoacylase, not aminoacylase.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3m\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "64it [04:10,  5.20s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'Aniridia'})-[:ASSOCIATES_DaG]->(g:Gene {name: 'PAX6'}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "65it [04:16,  5.30s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Congenital contractural arachnodactyly\"}), (g:Gene {name: \"FBN2\"}) \n",
      "RETURN EXISTS((d)-[:ASSOCIATES_DaG]->(g)) AS result\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "66it [04:21,  5.29s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'Muenke Syndrome'})-[r:ASSOCIATES_DaG]->(g:Gene {name: 'FGFR3'}) RETURN COUNT(r) > 0 AS result;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'result': True}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "67it [04:24,  4.73s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "68it [04:26,  3.65s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mThis task does not require a Cypher statement.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "69it [04:27,  2.85s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mThis task does not require a Cypher statement.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Johanson-Blizzard syndrome\"}), (g:Gene {name: \"UBR1\"}) \n",
      "RETURN EXISTS((d)-[:ASSOCIATES_DaG]->(g)) AS result\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'result': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "70it [04:31,  3.24s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"MASA SYNDROME\"}), (g:Gene {name: \"L1CAM\"}) \n",
      "RETURN EXISTS((d)-[:ASSOCIATES_DaG]->(g)) AS AssociationExists\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "71it [04:36,  3.77s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Autosomal dominant hypophosphatemic rickets\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"FGF23\"}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "72it [04:40,  3.94s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Acrodermatitis enteropathica\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"SLC39A4\"}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "73it [04:44,  3.88s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Rothmund-Thomson syndrome\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"RECQL4\"}) RETURN COUNT(*) > 0 AS association_exists;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'association_exists': True}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "74it [04:48,  3.90s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Cleidocranial Dysplasia\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"RUNX2\"}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "75it [04:53,  4.32s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "76it [05:02,  5.71s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"LONG QT SYNDROME 3\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"SCN5A\"}) RETURN d, g\n",
      "\n",
      "This Cypher statement will return the Disease node with the name \"LONG QT SYNDROME 3\" and the Gene node with the name \"SCN5A\" if there is an ASSOCIATES_DaG relationship between them. If the query returns a result, the statement is true; otherwise, it is false.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Infantile hypophosphatasia\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"ALPL\"}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "77it [05:05,  4.88s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "78it [05:06,  3.83s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mThis task does not require a Cypher statement.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "79it [05:11,  4.20s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Ataxia Telangiectasia\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"ATM\"}) RETURN d, g\n",
      "\n",
      "This Cypher statement will return the Disease node for Ataxia Telangiectasia and the Gene node for ATM if there is an ASSOCIATES_DaG relationship between them. If it returns a result, the statement is true. If it does not return a result, the statement is false.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (c:Compound {name: 'alpha-galactosidase'}), (d:Disease {name: 'fabry disease'}) \n",
      "RETURN EXISTS((c)-[:TREATS_CtD]->(d)) AS result;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "80it [05:16,  4.37s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "81it [05:20,  4.25s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mThis task does not require a Cypher statement.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "82it [05:22,  3.63s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mFalse. The schema does not provide a relationship type that associates a disease (such as Piebaldism) with a gene.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'Pfeiffer Syndrome'})-[r:ASSOCIATES_DaG]->(g:Gene {name: 'FGFR2'}) RETURN COUNT(r) > 0 AS result;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'result': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "83it [05:27,  4.08s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "84it [05:34,  4.82s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mAs an AI model, I am not capable of answering true or false questions. However, I can help you generate a Cypher statement to query a graph database based on the provided schema. Here is an example:\n",
      "\n",
      "MATCH (d:Disease {name: \"Bernard-Soulier syndrome\"}) RETURN d\n",
      "\n",
      "This statement will return the node representing the Bernard-Soulier syndrome in the graph database. You can then examine the properties of this node to determine if it is an inherited bleeding disorder, platelet-type.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'Burkitt Lymphoma'})-[r:ASSOCIATES_DaG]-(g:Gene {name: 'MYC'}) RETURN COUNT(r) > 0 AS association_exists\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'association_exists': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "85it [05:39,  4.80s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Ornithine carbamoyltransferase deficiency\"}), (g:Gene {name: \"OTC\"}) \n",
      "RETURN EXISTS((d)-[:ASSOCIATES_DaG]->(g)) AS result\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "86it [05:44,  4.92s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Nail-Patella Syndrome\"}), (g:Gene {name: \"LMX1B\"}) \n",
      "RETURN EXISTS((d)-[:ASSOCIATES_DaG]->(g)) AS result\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "87it [05:49,  4.83s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Tetralogy of Fallot\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"ZFPM2\"}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "88it [05:53,  4.67s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Hartnup Disease\"})-[r:ASSOCIATES_DaG]->(g:Gene {name: \"SLC6A19\"}) RETURN COUNT(r) > 0 AS association_exists\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'association_exists': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "89it [05:58,  4.71s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "90it [05:59,  3.65s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mFalse. The question does not require a Cypher statement.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "91it [06:13,  6.81s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mAs an AI model, I am not capable of answering true or false questions. However, I can help you construct a Cypher statement to query a graph database based on the provided schema. Here is an example:\n",
      "\n",
      "MATCH (d:Disease {name: 'familial Mediterranean fever'})-[:ISA_DiD]->(p:Disease {name: 'primary immunodeficiency due to a genetic defect in innate immunity'})\n",
      "RETURN d, p\n",
      "\n",
      "This Cypher statement will return the 'familial Mediterranean fever' node and its parent node 'primary immunodeficiency due to a genetic defect in innate immunity' if it exists. If the query returns no results, it means that 'familial Mediterranean fever' is not a 'primary immunodeficiency due to a genetic defect in innate immunity'.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'Hemophilia B'})-[r:ASSOCIATES_DaG]-(g:Gene {name: 'F9'}) RETURN COUNT(r) > 0 AS association_exists;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'association_exists': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "92it [06:17,  5.96s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "93it [06:22,  5.61s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mAs an AI model, I am not capable of answering true or false questions. However, I can generate a Cypher statement to query a graph database based on the provided schema. Here is an example:\n",
      "\n",
      "MATCH (d:Disease {name: \"Rapp-Hodgkin syndrome\"}) RETURN d\n",
      "\n",
      "This statement will return the node representing the disease \"Rapp-Hodgkin syndrome\" and all its properties. You can then examine the returned properties to determine if it is an autosomal dominant disease.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Borjeson-Forssman-Lehmann syndrome\"})-[r:ASSOCIATES_DaG]->(g:Gene {name: \"PHF6\"}) RETURN COUNT(r) > 0 AS association_exists;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'association_exists': True}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "94it [06:29,  6.21s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Multiple Endocrine Neoplasia Type 2b\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"RET\"}) RETURN COUNT(*) > 0 AS result;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'result': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "95it [06:37,  6.60s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "96it [06:41,  5.78s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'Choroideremia'})-[r:ASSOCIATES_DaG]-(g:Gene {name: 'CHM'}) RETURN NOT EXISTS(r) AS result;\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Wolman Disease\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"LIPA\"}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "97it [06:45,  5.22s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Adenine phosphoribosyltransferase deficiency\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"APRT\"}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "98it [06:57,  7.45s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'Holt-Oram syndrome'})-[:ASSOCIATES_DaG]->(g:Gene {name: 'TBX5'}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'d': {'identifier': 'DOID:0060468', 'Linkout': '<a href=https://staging.knowwheregraph.org/browse/#kwgr:topic.DOID0060468 target=\"_blank\">kwgr:topic.DOID0060468</a>', 'omim_list': [], 'name': 'Holt-Oram syndrome', 'source': 'Disease Ontology', 'mesh_list': ['C535326']}, 'g': {'license': 'CC0 1.0', 'identifier': 6910, 'ensembl': 'ENSG00000089225', 'sources': ['Entrez Gene'], 'synonyms': ['HOS'], 'chromosome': '12', 'name': 'TBX5', 'description': 'T-box transcription factor 5', 'source': 'Entrez Gene', 'chembl_id': 'CHEMBL1687681'}}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "99it [07:02,  6.48s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100it [07:04,  5.35s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mThis task is asking for a Cypher statement to query a graph database, not for a true or false answer to a medical question. Therefore, it's not possible to generate a Cypher statement based on the provided question.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "101it [07:15,  6.93s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mFalse. The question does not require a Cypher statement.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "102it [07:16,  5.19s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mThis task does not require a Cypher statement.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "103it [07:19,  4.40s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mFalse. Fatal familial insomnia is a type of insomnia. It is a rare genetic degenerative brain disorder characterized by an inability to sleep that may be initially mild, but progressively worsens, leading to significant physical and mental deterioration.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "104it [07:24,  4.58s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mFalse. The question does not require a Cypher statement.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'osteosarcoma'})-[:ISA_DiD]->(d2:Disease {name: 'sarcoma'}) RETURN COUNT(d) > 0 AS result;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'result': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "105it [07:29,  4.78s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (c:Compound)-[:TREATS_CtD]->(d:Disease) WHERE c.name = 'immune checkpoint inhibitors' AND d.name = 'melanoma' RETURN COUNT(*) > 0 AS result;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'result': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "106it [07:37,  5.78s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "107it [07:39,  4.51s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mThis task does not require a Cypher statement.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "108it [07:40,  3.61s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mThis task does not require a Cypher statement.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"KUFOR-RAKEB SYNDROME\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"ATP13A2\"}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "109it [07:45,  3.95s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Loeys-Dietz Syndrome\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"TGFBR1\"}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "110it [07:54,  5.39s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "111it [07:56,  4.46s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mThis task does not require a Cypher statement to be generated. It is asking for a validation of a fact, not a query to a graph database.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Angelman Syndrome\"})-[r:ASSOCIATES_DaG]-(g:Gene {name: \"UBE3A\"}) RETURN COUNT(r) > 0 AS association_exists\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'association_exists': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "112it [08:01,  4.55s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "113it [08:03,  3.79s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mThis question cannot be answered with a Cypher statement as it is a medical question, not a database query. Cypher is a graph query language that is used to query Neo4j Database.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (c:Compound {name: '6-mercaptopurine'}), (d:Disease {name: \"crohn's disease\"}) \n",
      "RETURN EXISTS((c)-[:TREATS_CtD]->(d)) AS result\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "114it [08:07,  4.08s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Received notification from DBMS server: {severity: WARNING} {code: Neo.ClientNotification.Statement.UnknownPropertyKeyWarning} {category: UNRECOGNIZED} {title: The provided property key is not in the database} {description: One of the property names in your query is not available in the database, make sure you didn't misspell it or that the label is available when you run this statement in your application (the missing property name is: syndromic)} {position: line: 1, column: 56, offset: 55} for query: 'MATCH (d:Disease {name: \"Wolcott-Rallison syndrome\"}) RETURN d.syndromic'\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Wolcott-Rallison syndrome\"}) RETURN d.syndromic\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'d.syndromic': None}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "115it [08:12,  4.29s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "116it [08:14,  3.56s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"spinocerebellar ataxia type 5\"}) RETURN d.identifier == \"DOID:0050882\" AS result\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'Pseudopseudohypoparathyroidism'})-[:ASSOCIATES_DaG]->(g:Gene {name: 'GNAS'}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "117it [08:18,  3.57s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "118it [08:22,  3.75s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mFalse. The term \"alveolar rhabdomyosarcoma\" refers to a specific subtype of rhabdomyosarcoma. Therefore, it is a type of rhabdomyosarcoma.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "119it [08:25,  3.49s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mFalse. The question does not require a Cypher statement.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "120it [08:26,  2.86s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mFalse. The question does not ask for a Cypher statement to be generated.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'Omenn Syndrome'})-[r:ASSOCIATES_DaG]->(g:Gene {name: 'RAG2'}) RETURN COUNT(r) > 0 AS result;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'result': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "121it [08:34,  4.33s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "122it [08:35,  3.37s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mThis task does not require a Cypher statement.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'Progeria'})-[:ASSOCIATES_DaG]->(g:Gene {name: 'LMNA'}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "123it [08:42,  4.52s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (c:Compound {name: 'mercaptopurine'})-[:TREATS_CtD]->(d:Disease {name: \"crohn's disease\"}) RETURN COUNT(*) > 0 AS result;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'result': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "124it [08:49,  5.09s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Peutz-Jeghers Syndrome\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"STK11\"}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "125it [08:53,  4.88s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "126it [08:58,  4.88s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mAs an AI model, I am not capable of answering true or false questions. However, I can help you construct a Cypher statement to query a graph database based on the provided schema. Here is an example:\n",
      "\n",
      "MATCH (d:Disease {name: \"Noonan syndrome\"}) RETURN d\n",
      "\n",
      "This statement will return the node representing Noonan syndrome in the graph database, if it exists. You can then examine the properties of this node to determine if it is a multiple congenital anomalies/dysmorphic syndrome-variable intellectual disability syndrome.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"RAPP-HODGKIN SYNDROME\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"TP63\"}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "127it [09:03,  4.92s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Bernard-Soulier Syndrome\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"GP1BA\"}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "128it [09:08,  4.98s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3m\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "129it [09:17,  6.33s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'Werner Syndrome'})-[r:ASSOCIATES_DaG]->(g:Gene {name: 'WRN'}) RETURN COUNT(r) > 0 AS result;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'result': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "130it [09:22,  5.95s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "131it [09:24,  4.56s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mThis task does not require a Cypher statement.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "132it [09:26,  3.77s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mThis task does not require a Cypher statement.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "133it [09:31,  4.23s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Alveolar rhabdomyosarcoma\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"PAX3\"}) RETURN d, g\n",
      "\n",
      "This Cypher statement will return the Disease node for \"Alveolar rhabdomyosarcoma\" and the Gene node for \"PAX3\" if there is an ASSOCIATES_DaG relationship between them. If the query returns a result, the statement is true. If it does not return a result, the statement is false. The reason will be determined by the presence or absence of this relationship in the graph database.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'CHARGE Syndrome'})-[r:ASSOCIATES_DaG]-(g:Gene {name: 'CHD7'}) RETURN COUNT(r) > 0 AS association_exists;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'association_exists': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "134it [09:35,  4.13s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "135it [09:37,  3.49s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mThis task does not require a Cypher statement.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Pelizaeus-Merzbacher Disease\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"PLP1\"}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "136it [09:43,  4.28s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Microvillus inclusion disease\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"MYO5B\"}) RETURN NOT COUNT(g) > 0 AS result;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'result': True}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "137it [09:49,  4.74s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "138it [09:56,  5.41s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mAs an AI model, I am not capable of answering true or false questions. However, I can generate a Cypher statement to query a graph database based on the provided schema. Here is an example:\n",
      "\n",
      "MATCH (d:Disease {name: 'DiGeorge syndrome'})-[:ASSOCIATES_DaG]->(g:Gene {name: 'T-cell immunodeficiency'})\n",
      "RETURN d, g\n",
      "\n",
      "This statement will return any relationships between the disease 'DiGeorge syndrome' and the gene 'T-cell immunodeficiency'. If there are no results, it could suggest that DiGeorge syndrome is not associated with T-cell immunodeficiency in the database. However, the absence of results does not definitively prove that the statement is false, as the database may not contain all known information.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'melanoma'})-[r:ASSOCIATES_DaG]->(g:Gene {name: 'BRAF'}) RETURN COUNT(r) > 0 AS result;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'result': True}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "139it [10:00,  5.06s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Basal ganglia disease, biotin-responsive\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"SLC19A3\"}) RETURN COUNT(*) > 0 AS result;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'result': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "140it [10:05,  4.93s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Coffin-Siris syndrome\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"ARID1B\"}) RETURN COUNT(*) > 0 AS result;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'result': True}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "141it [10:09,  4.68s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'Sitosterolemia'})-[r:ASSOCIATES_DaG]->(g:Gene {name: 'ABCG8'}) RETURN COUNT(r) > 0 AS association_exists;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'association_exists': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "142it [10:14,  4.69s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Alexander Disease\"})-[r:ASSOCIATES_DaG]->(g:Gene {name: \"GFAP\"}) RETURN COUNT(r) > 0 AS result;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'result': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "143it [10:18,  4.62s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (c:Compound {name: 'pembrolizumab'})-[:TREATS_CtD]->(d:Disease {name: 'melanoma'}) RETURN COUNT(*) > 0 AS result;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'result': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "144it [10:22,  4.57s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "145it [10:24,  3.75s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mThis task does not require a Cypher statement.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "146it [10:26,  3.26s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mThis task is asking for a Cypher statement to be generated, not for a true or false question to be answered. Therefore, it is not possible to complete this task as it is currently written.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "147it [10:39,  6.17s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Norrie disease\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"NDP\"}) RETURN d, g\n",
      "\n",
      "This Cypher statement will return the Disease node for \"Norrie disease\" and the Gene node for \"NDP\" if there is an ASSOCIATES_DaG relationship between them. If the query returns a result, the statement is true; if it does not, the statement is false. The reason will be whether or not the graph database contains this specific relationship.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Hyperkalemic periodic paralysis\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"SCN4A\"}) RETURN NOT COUNT(g) > 0 AS result;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'result': True}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "148it [10:46,  6.25s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "149it [10:48,  4.93s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'ataxia telangiectasia'}) RETURN d.identifier == 'DOID:0060010' AS result;\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Xeroderma pigmentosum, group A\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"XPA\"}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "150it [10:51,  4.47s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (c:Compound)-[:TREATS_CtD]->(d:Disease) WHERE c.name = 'antineoplastic agents' AND d.name = 'osteosarcoma' RETURN COUNT(*) > 0 AS result;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'result': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "151it [10:57,  4.94s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Jervell-Lange Nielsen Syndrome\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"KCNQ1\"}) RETURN NOT EXISTS((d)-[:ASSOCIATES_DaG]->(g)) AS result;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "152it [11:01,  4.55s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "153it [11:02,  3.47s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mThis task does not require a Cypher statement.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"POLYCYSTIC KIDNEY DISEASE 1\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"PKD1\"}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "154it [11:05,  3.40s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "155it [11:11,  4.24s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'Tangier disease'}) RETURN d.identifier AS Disease_ontology_identifier\n",
      "\n",
      "This Cypher statement will return the disease ontology identifier for Tangier disease. If the returned identifier is 'DOID:1388', then the statement is true. If not, the statement is false. The truthfulness of the statement can only be determined by executing the query on the actual graph database.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "156it [11:13,  3.50s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mFalse. The question does not provide enough information to determine the Disease ontology identifier for Smith-Lemli-Opitz syndrome. A Cypher query would be needed to retrieve this information from the graph database.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "157it [11:16,  3.47s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mThis task is asking for a Cypher statement, but the question provided is not suitable for generating a Cypher statement. It seems to be a factual question about biology rather than a request for a database query. Please provide a question that requires querying a graph database.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "158it [11:17,  2.72s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mThis task does not require a Cypher statement.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Vitelliform Macular Dystrophy\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"BEST1\"}) RETURN COUNT(*) > 0 AS result;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'result': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "159it [11:20,  2.84s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "160it [11:25,  3.40s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Smith-Magenis syndrome\"}) RETURN d.identifier == \"DOID:12271\" AS result;\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Noonan Syndrome\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"RAF1\"}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "161it [11:28,  3.23s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Bernard-Soulier Syndrome\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"GP1BB\"}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "162it [11:34,  4.12s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Neurofibromatosis 1\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"NF1\"}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "163it [11:37,  3.86s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Brugada Syndrome\"}), (g:Gene {name: \"SCN5A\"}) \n",
      "RETURN EXISTS((d)-[:ASSOCIATES_DaG]->(g)) AS result\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "164it [11:40,  3.65s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "165it [11:44,  3.72s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Smith-Lemli-Opitz Syndrome\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"DHCR7\"}) RETURN NOT EXISTS(d) AS result;\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'Biotinidase Deficiency'})-[r:ASSOCIATES_DaG]->(g:Gene {name: 'BTD'}) RETURN COUNT(r) > 0 AS association_exists;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'association_exists': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "166it [11:54,  5.59s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3m\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "167it [12:02,  6.24s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "168it [12:10,  6.79s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mAs an AI model, I am not capable of answering true or false questions. However, I can generate a Cypher statement to query a graph database based on the provided schema. Here is an example:\n",
      "\n",
      "MATCH (d:Disease {name: \"Li-Fraumeni syndrome\"}) RETURN d\n",
      "\n",
      "This statement will return the node representing the disease \"Li-Fraumeni syndrome\" and all its properties. You can then check the returned properties to determine if it is an autosomal dominant disease.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'WHIM syndrome'})-[:ASSOCIATES_DaG]->(g:Gene {name: 'CXCR4'}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "169it [12:14,  6.02s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "170it [12:18,  5.29s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mThis task does not require a Cypher statement.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'Alstrom Syndrome'})-[r:ASSOCIATES_DaG]->(g:Gene {name: 'ALMS1'}) RETURN COUNT(r) > 0 AS result;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'result': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "171it [12:22,  4.91s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Gyrate Atrophy\"}), (g:Gene {name: \"OAT\"}) \n",
      "RETURN EXISTS((d)-[:ASSOCIATES_DaG]->(g)) AS result\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "172it [12:27,  4.96s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "173it [12:28,  3.75s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mThis task does not require a Cypher statement.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "174it [12:29,  2.90s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mThis task does not require a Cypher statement.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Xeroderma Pigmentosum, Complementation Group D\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"ERCC2\"}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "175it [12:32,  3.01s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "176it [12:38,  3.83s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'Argininosuccinic Aciduria'})-[:ASSOCIATES_DaG]->(g:Gene {name: 'ASL'}) RETURN d, g\n",
      "\n",
      "This Cypher statement will return the Disease node for Argininosuccinic Aciduria and the Gene node for ASL if there is an ASSOCIATES_DaG relationship between them. If the query returns a result, the statement is true. If it does not return a result, the statement is false.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "177it [12:44,  4.56s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Lesch-Nyhan Syndrome\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"HPRT1\"}) RETURN d, g\n",
      "\n",
      "This Cypher statement will return the Disease node for \"Lesch-Nyhan Syndrome\" and the Gene node for \"HPRT1\" if there is an ASSOCIATES_DaG relationship between them. If the query returns a result, the statement is true. If the query does not return a result, the statement is false.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Creutzfeldt-Jakob disease\"}), (g:Gene {name: \"PRNP\"}) \n",
      "RETURN EXISTS((d)-[:ASSOCIATES_DaG]->(g)) AS association_exists\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'association_exists': True}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "178it [12:47,  4.10s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"BIETTI CRYSTALLINE CORNEORETINAL DYSTROPHY\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"CYP4V2\"}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "179it [12:51,  3.86s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "180it [12:52,  3.06s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mFalse. The question does not require a Cypher statement.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"XERODERMA PIGMENTOSUM, COMPLEMENTATION GROUP E\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"DDB2\"}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "181it [12:58,  3.99s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "182it [13:00,  3.47s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mFalse. The question does not provide enough information to determine the Disease ontology identifier for ornithine carbamoyltransferase deficiency. A Cypher query would be needed to retrieve this information from the graph database.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Saethre-Chotzen Syndrome\"})-[r:ASSOCIATES_DaG]->(g:Gene {name: \"TWIST1\"}) RETURN COUNT(r) > 0 AS association_exists\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'association_exists': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "183it [13:04,  3.47s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "184it [13:09,  4.07s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mFalse. The Cypher statement to verify this would be:\n",
      "\n",
      "MATCH (c:Compound {name: 'Prothrombin Complex Concentrates'})-[:TREATS_CtD]->(d:Disease {name: 'Hemophilia B'}) RETURN c, d\n",
      "\n",
      "If this query returns any results, then Prothrombin Complex Concentrates does treat Hemophilia B. If it does not return any results, then Prothrombin Complex Concentrates does not treat Hemophilia B. However, in reality, Prothrombin Complex Concentrates are not typically used to treat Hemophilia B. Hemophilia B is a bleeding disorder caused by a lack of blood clotting factor IX, and it is typically treated with factor IX concentrates, not Prothrombin Complex Concentrates.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "185it [13:13,  3.90s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mFalse. The question does not require a Cypher statement to be generated. It is asking for a factual information which is not related to generating a Cypher statement.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "186it [13:15,  3.36s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mThis task does not require a Cypher statement. It is asking for a factual answer about a medical condition, not a query to a graph database.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "187it [13:17,  3.08s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mFalse\n",
      "\n",
      "Reason: The question does not provide enough information to generate a Cypher statement. It does not specify the relationship type or the node properties to be used in the query.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Carney Complex\"})-[r:ASSOCIATES_DaG]->(g:Gene {name: \"PRKAR1A\"}) RETURN COUNT(r) > 0 AS association_exists;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'association_exists': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "188it [13:21,  3.18s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "189it [13:22,  2.73s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mFalse. The question does not provide enough information to determine the Disease ontology identifier for Werner syndrome. A Cypher query would be needed to retrieve this information from the graph database.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "190it [13:23,  2.19s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mThis task does not require a Cypher statement.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"DOYNE HONEYCOMB RETINAL DYSTROPHY\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"EFEMP1\"}) RETURN COUNT(*) > 0 AS result;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'result': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "191it [13:28,  2.85s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Central Diabetes Insipidus\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"AVP\"}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "192it [13:31,  2.95s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "193it [13:33,  2.65s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mFalse. The question does not provide enough information to determine the Disease ontology identifier for popliteal pterygium syndrome. A Cypher query would be needed to retrieve this information from the graph database.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Fragile X Syndrome\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"FMR1\"}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "194it [13:41,  4.46s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Loeys-Dietz Syndrome\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"TGFBR2\"}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "195it [13:45,  4.30s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"XERODERMA PIGMENTOSUM, COMPLEMENTATION GROUP C\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"XPC\"}) RETURN COUNT(*) > 0 AS result;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'result': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "196it [13:49,  4.11s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"CHARCOT-MARIE-TOOTH DISEASE, TYPE 4C\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"SH3TC2\"}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "197it [13:53,  4.16s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "198it [13:54,  3.16s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mThis task does not require a Cypher statement.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "199it [13:57,  3.11s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Sandhoff disease\"})-[:LOCALIZES_DlA]->(a:Anatomy {name: \"Eye\"}) RETURN d, a\n",
      "\n",
      "This Cypher statement will return any relationships in the graph database where Sandhoff disease localizes to the Eye. If it returns any results, then the statement is true. If it does not return any results, then the statement is false.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "200it [13:58,  2.51s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mFalse. The question does not require a Cypher statement.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Congenital Generalized Lipodystrophy Type 2\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"BSCL2\"}) RETURN COUNT(*) > 0 AS result;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'result': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "201it [14:03,  3.30s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Noonan Syndrome\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"PTPN11\"}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "202it [14:07,  3.41s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Juvenile Spinal Muscular Atrophy\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"SMN1\"}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "203it [14:10,  3.27s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "204it [14:26,  7.27s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"CHARCOT-MARIE-TOOTH DISEASE, TYPE 4J\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"FIG4\"}) RETURN d, g\n",
      "\n",
      "This Cypher statement will return the Disease node with the name \"CHARCOT-MARIE-TOOTH DISEASE, TYPE 4J\" and the Gene node with the name \"FIG4\" if there is an ASSOCIATES_DaG relationship between them. If the query returns a result, the statement is true; otherwise, it is false.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'Alkaptonuria'})-[:ASSOCIATES_DaG]->(g:Gene {name: 'HGD'}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "205it [14:30,  6.11s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'Cystinuria'})-[r:ASSOCIATES_DaG]->(g:Gene {name: 'SLC7A9'}) RETURN COUNT(r) > 0 AS association_exists\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'association_exists': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "206it [14:34,  5.60s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Popliteal pterygium syndrome\"}), (g:Gene {name: \"IRF6\"}) \n",
      "RETURN EXISTS((d)-[:ASSOCIATES_DaG]->(g)) AS association_exists\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "207it [14:40,  5.53s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'Aspartylglucosaminuria'})-[r:ASSOCIATES_DaG]->(g:Gene {name: 'AGA'}) RETURN COUNT(r) > 0 AS association_exists;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'association_exists': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "208it [14:52,  7.46s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Nijmegen Breakage Syndrome\"})-[r:ASSOCIATES_DaG]->(g:Gene {name: \"NBN\"}) RETURN COUNT(r) > 0 AS association_exists;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'association_exists': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "209it [14:56,  6.62s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Mowat-Wilson syndrome\"})-[r:ASSOCIATES_DaG]-(g:Gene {name: \"ZEB2\"}) RETURN COUNT(r) > 0 AS association_exists;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'association_exists': True}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "210it [15:00,  5.74s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "211it [15:02,  4.77s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mFalse. The question does not require a Cypher statement.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'Sarcoma'})-[:ASSOCIATES_DaG]->(g:Gene {name: 'TP53'}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "212it [15:06,  4.41s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "213it [15:07,  3.39s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mThis task does not require a Cypher statement.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "214it [15:10,  3.15s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Gray Platelet Syndrome\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"NBEAL2\"}) RETURN NOT EXISTS(d) AS result;\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Ethylmalonic encephalopathy\"}), (g:Gene {name: \"ETHE1\"}) \n",
      "RETURN EXISTS((d)-[:ASSOCIATES_DaG]->(g)) AS AssociationExists\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "215it [15:16,  4.01s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"L-2-HYDROXYGLUTARIC ACIDURIA\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"L2HGDH\"}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "216it [15:22,  4.57s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "217it [15:23,  3.62s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mFalse. The question does not require a Cypher statement.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "218it [15:24,  2.87s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mThis task does not require a Cypher statement.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Received notification from DBMS server: {severity: WARNING} {code: Neo.ClientNotification.Statement.UnknownPropertyKeyWarning} {category: UNRECOGNIZED} {title: The provided property key is not in the database} {description: One of the property names in your query is not available in the database, make sure you didn't misspell it or that the label is available when you run this statement in your application (the missing property name is: syndromic)} {position: line: 1, column: 56, offset: 55} for query: 'MATCH (d:Disease {name: \"Coffin-Siris syndrome\"}) RETURN d.syndromic'\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Coffin-Siris syndrome\"}) RETURN d.syndromic\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'d.syndromic': None}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "219it [15:27,  2.89s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'Nance-Horan syndrome'}), (g:Gene {name: 'NHS'}) \n",
      "RETURN EXISTS((d)-[:ASSOCIATES_DaG]->(g)) AS result\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'result': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "220it [15:31,  3.22s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "221it [15:32,  2.54s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mFalse. The question does not require a Cypher statement.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "222it [15:33,  2.19s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mFalse. The question does not require a Cypher statement.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Maple Syrup Urine Disease\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"DBT\"}) RETURN COUNT(*) > 0 AS result;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'result': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "223it [15:40,  3.45s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Spinocerebellar Ataxia Type 1\"}), (g:Gene {name: \"ATXN1\"})\n",
      "RETURN EXISTS((d)-[:ASSOCIATES_DaG]->(g)) AS association_exists\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "224it [15:45,  4.03s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "225it [15:46,  3.23s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mThis task does not require a Cypher statement.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (c:Compound {name: 'agalsidase alfa'})-[r:TREATS_CtD]->(d:Disease {name: 'fabry disease'}) RETURN COUNT(r) > 0 AS result;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'result': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "226it [15:52,  4.05s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "227it [15:54,  3.20s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mFalse. The question does not require a Cypher statement.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (c:Compound)-[:TREATS_CtD]->(d:Disease) WHERE c.name = 'agalsidase beta' AND d.name = 'fabry disease' RETURN COUNT(*) > 0 AS result;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'result': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "228it [15:57,  3.28s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Unverricht-Lundborg Syndrome\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"CSTB\"}) RETURN NOT COUNT(g) > 0 AS result;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'result': True}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "229it [16:03,  4.13s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'L-2-hydroxyglutaric aciduria'})-[:ISA_DiD]->(d2:Disease {name: '2-hydroxyglutaric aciduria'}) RETURN d, d2\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'d': {'identifier': 'DOID:0050574', 'Linkout': '<a href=https://staging.knowwheregraph.org/browse/#kwgr:topic.DOID0050574 target=\"_blank\">kwgr:topic.DOID0050574</a>', 'omim_list': [], 'name': 'L-2-hydroxyglutaric aciduria', 'source': 'Disease Ontology', 'mesh_list': []}, 'd2': {'identifier': 'DOID:0050573', 'Linkout': '<a href=https://staging.knowwheregraph.org/browse/#kwgr:topic.DOID0050573 target=\"_blank\">kwgr:topic.DOID0050573</a>', 'omim_list': [], 'name': '2-hydroxyglutaric aciduria', 'source': 'Disease Ontology', 'mesh_list': ['C535306']}}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "230it [16:07,  4.12s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "231it [16:12,  4.24s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Refsum Disease\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"PHYH\"}) RETURN d, g\n",
      "\n",
      "This Cypher statement will return the Disease node for \"Refsum Disease\" and the Gene node for \"PHYH\" if there is an \"ASSOCIATES_DaG\" relationship between them. If the query returns a result, the statement is true. If it does not return a result, the statement is false.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'Achondroplasia'})-[r:ASSOCIATES_DaG]-(g:Gene {name: 'FGFR3'}) RETURN COUNT(r) > 0 AS AssociationExists\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'AssociationExists': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "232it [16:18,  4.87s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "233it [16:23,  4.90s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mAs an AI model, I am not capable of answering true or false questions. However, I can generate a Cypher statement to query a graph database based on the provided schema. Here is an example:\n",
      "\n",
      "MATCH (d:Disease {name: 'pseudoachondroplasia'})-[:ISA_DiD]->(d2:Disease {name: 'osteochondrodysplasia'}) RETURN d, d2\n",
      "\n",
      "This statement will return the 'pseudoachondroplasia' node if it is a subtype of 'osteochondrodysplasia' in the graph database.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"LATE-ONSET RETINAL DEGENERATION\"}), (g:Gene {name: \"C1QTNF5\"})\n",
      "RETURN EXISTS((d)-[:ASSOCIATES_DaG]->(g)) AS result\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "234it [16:27,  4.53s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (c:Compound)-[:TREATS_CtD]->(d:Disease) WHERE c.name = 'immunosuppressive agents' AND d.name = \"crohn's disease\" RETURN COUNT(*) > 0 AS result;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'result': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "235it [16:30,  4.22s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "236it [16:31,  3.23s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mThis task does not require a Cypher statement.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "237it [16:35,  3.30s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'Mulibrey Nanism'})-[r:ASSOCIATES_DaG]-(g:Gene {name: 'TRIM37'}) RETURN NOT EXISTS(r) AS result;\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "238it [16:37,  3.05s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Xeroderma pigmentosum, group G\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"ERCC5\"}) RETURN NOT EXISTS(d) AS result;\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "239it [16:39,  2.70s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mFalse. The question does not provide enough information to determine the Disease ontology identifier for Lafora disease. A Cypher query would be needed to retrieve this information from the graph database.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'Brachydactyly type C'}), (g:Gene {name: 'GDF5'})\n",
      "RETURN EXISTS((d)-[:ASSOCIATES_DaG]->(g)) AS AssociationExists\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "240it [16:44,  3.42s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'Cystinuria'})-[r:ASSOCIATES_DaG]->(g:Gene {name: 'SLC3A1'}) RETURN COUNT(r) > 0 AS association_exists;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'association_exists': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "241it [16:48,  3.55s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'Obesity'})-[r:ASSOCIATES_DaG]->(g:Gene {name: 'MC4R'}) RETURN COUNT(r) > 0 AS association_exists\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'association_exists': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "242it [16:51,  3.51s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "243it [16:52,  2.75s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mThe question does not require a Cypher statement.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (c:Compound {name: 'everolimus'})-[r:TREATS_CtD]->(d:Disease {name: 'tuberous sclerosis'}) RETURN COUNT(r) > 0 AS result;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'result': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "244it [16:55,  2.86s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Autosomal Recessive Polycystic Kidney Disease\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"PKHD1\"}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "245it [17:00,  3.27s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (c:Compound)-[:TREATS_CtD]->(d:Disease) WHERE c.name = 'amiloride' AND d.name = 'cystic fibrosis' RETURN COUNT(*) > 0 AS result;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'result': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "246it [17:04,  3.45s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'Liver carcinoma'}), (g:Gene {name: 'TP53'}) \n",
      "RETURN EXISTS((d)-[:ASSOCIATES_DaG]->(g)) AS result\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "247it [17:08,  3.70s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Adrenoleukodystrophy\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"ABCD1\"}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "248it [17:13,  4.14s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'Tuberous Sclerosis'}), (g:Gene {name: 'TSC2'})\n",
      "RETURN EXISTS((d)-[:ASSOCIATES_DaG]->(g)) AS result\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "249it [17:20,  5.01s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'Myoclonic dystonia'}), (g:Gene {name: 'SGCE'}) \n",
      "RETURN EXISTS((d)-[:ASSOCIATES_DaG]->(g)) AS AssociationExists\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "250it [17:24,  4.64s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Long QT Syndrome 1\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"KCNQ1\"}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "251it [17:27,  4.27s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Smith-Magenis syndrome\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"RAI1\"}) RETURN COUNT(*) > 0 AS result;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'result': True}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "252it [17:33,  4.57s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "253it [17:39,  5.28s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mFalse. The question does not provide enough information to generate a Cypher statement. The schema provided does not include a property for Disease ontology identifier. Therefore, it is not possible to confirm if the Disease ontology identifier for autosomal dominant hypophosphatemic rickets is DOID:0050948.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (c:Compound {name: 'nitisinone'})-[:TREATS_CtD]->(d:Disease {name: 'alkaptonuria'}) RETURN COUNT(*) > 0 AS result;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'result': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "254it [17:44,  5.09s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (c:Compound)-[:TREATS_CtD]->(d:Disease) WHERE c.name = 'immune checkpoint inhibitor' AND d.name = 'melanoma' RETURN COUNT(*) > 0 AS result;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'result': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "255it [17:48,  4.59s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'Li-Fraumeni Syndrome'}), (g:Gene {name: 'TP53'}) \n",
      "RETURN EXISTS((d)-[:ASSOCIATES_DaG]->(g)) AS association_exists\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "256it [17:51,  4.22s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "257it [17:53,  3.46s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mThe task does not require a Cypher statement to be generated. The task seems to be asking for a validation of a statement rather than a Cypher query.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'Hyperargininemia'})-[:ASSOCIATES_DaG]->(g:Gene {name: 'ARG1'}) RETURN COUNT(*) > 0 AS Hyperargininemia_associated_with_ARG1;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'Hyperargininemia_associated_with_ARG1': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "258it [17:59,  4.22s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Fabry Disease\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"GLA\"}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "259it [18:02,  3.87s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {identifier: \"DOID:0111136\"}) RETURN d.name AS DiseaseName\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'DiseaseName': 'congenital generalized lipodystrophy type 2'}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "260it [18:07,  4.36s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "261it [18:11,  4.33s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mThis task cannot be completed as it requires a Cypher statement to query a graph database, but the provided question is a factual statement that needs to be verified against a specific database. The question does not provide enough information to construct a Cypher statement.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Waardenburg Syndrome Type 1\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"PAX3\"}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "262it [18:15,  4.17s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'Osteosarcoma'})-[:ASSOCIATES_DaG]->(g:Gene {name: 'TP53'}) RETURN COUNT(*) > 0 AS result;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'result': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "263it [18:19,  4.13s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "264it [18:22,  3.81s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mFalse. The question does not provide enough information to generate a Cypher statement. It does not specify what kind of relationship or property to look for between Mucopolysaccharidosis II and Gene IDS.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Xeroderma pigmentosum, group F\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"ERCC4\"}) RETURN COUNT(*) > 0 AS result;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'result': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "265it [18:26,  3.74s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "266it [18:27,  2.93s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mThis task does not require a Cypher statement.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "267it [18:29,  2.57s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mThis task does not require a Cypher statement.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'Ellis-Van Creveld Syndrome'})-[:ASSOCIATES_DaG]->(g:Gene {name: 'EVC2'}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "268it [18:34,  3.49s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "269it [18:40,  4.07s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"X-linked agammaglobulinemia\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"BTK\"}) RETURN d, g\n",
      "\n",
      "This Cypher statement will return the Disease node for \"X-linked agammaglobulinemia\" and the Gene node for \"BTK\" if there is an ASSOCIATES_DaG relationship between them. If the query returns a result, the statement is true. If the query does not return a result, the statement is false.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "270it [18:42,  3.59s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mThe question cannot be answered with a Cypher statement as it is not a request to generate a Cypher statement to query a graph database. It is a question about medical treatment which requires medical knowledge or a medical database to answer.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (c:Compound {name: 'liraglutide'})-[r:TREATS_CtD]->(d:Disease {name: 'obesity'}) RETURN COUNT(r) > 0 AS result;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'result': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "271it [18:46,  3.73s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Chediak-Higashi Syndrome\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"LYST\"}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "272it [18:50,  3.74s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"FANCONI ANEMIA, COMPLEMENTATION GROUP D2\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"FANCD2\"}) RETURN COUNT(*) > 0 AS association_exists;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'association_exists': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "273it [18:54,  3.96s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Wiskott-Aldrich Syndrome\"})-[r:ASSOCIATES_DaG]->(g:Gene {name: \"WAS\"}) RETURN COUNT(r) > 0 AS association_exists;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'association_exists': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "274it [18:59,  4.04s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Pseudoxanthoma Elasticum\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"ABCC6\"}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "275it [19:01,  3.64s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "276it [19:02,  2.88s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mFalse. The question does not require a Cypher statement.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Hajdu-Cheney Syndrome\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"NOTCH2\"}) RETURN COUNT(*) > 0 AS result;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'result': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "277it [19:06,  3.07s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "278it [19:07,  2.53s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mFalse. The question does not require a Cypher statement.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "279it [19:09,  2.39s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mFalse. Antibiotics can be used to manage and treat infections associated with cystic fibrosis, but they do not treat the underlying cause of cystic fibrosis, which is a genetic disorder.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Mosaic variegated aneuploidy syndrome 1\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"BUB1B\"}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "280it [19:13,  2.73s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'Noonan Syndrome'})-[r:ASSOCIATES_DaG]->(g:Gene {name: 'KRAS'}) RETURN COUNT(r) > 0 AS result;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'result': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "281it [19:16,  2.82s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Coffin-Lowry syndrome\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"RPS6KA3\"}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'d': {'identifier': 'DOID:3783', 'Linkout': '<a href=https://staging.knowwheregraph.org/browse/#kwgr:topic.DOID3783 target=\"_blank\">kwgr:topic.DOID3783</a>', 'omim_list': [], 'name': 'Coffin-Lowry syndrome', 'source': 'Disease Ontology', 'mesh_list': ['D038921']}, 'g': {'license': 'CC0 1.0', 'identifier': 6197, 'ensembl': 'ENSG00000177189', 'sources': ['Entrez Gene'], 'synonyms': ['CLS', 'HU-3', 'ISPK-1', 'MAPKAPK1B', 'MRX19', 'RSK', 'RSK2', 'S6K-alpha3', 'XLID19', 'p90-RSK2', 'pp90RSK2'], 'chromosome': 'X', 'name': 'RPS6KA3', 'description': 'ribosomal protein S6 kinase A3', 'source': 'Entrez Gene', 'chembl_id': 'CHEMBL2345'}}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "282it [19:19,  2.97s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "283it [19:21,  2.65s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mFalse. The question does not provide enough information to generate a Cypher statement. The relationship between Laron Syndrome and Gene GHR is not specified in the provided schema.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "284it [19:26,  3.24s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Leigh Disease\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"SURF1\"}) RETURN d, g\n",
      "\n",
      "This Cypher statement will return the Disease node for \"Leigh Disease\" and the Gene node for \"SURF1\" if there is an ASSOCIATES_DaG relationship between them. If the query returns a result, the statement is true. If the query does not return a result, the statement is false.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "285it [19:28,  3.02s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'DiGeorge Syndrome'})-[r:ASSOCIATES_DaG]->(g:Gene {name: 'TBX1'}) RETURN NOT EXISTS(r) AS result;\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "286it [19:30,  2.53s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mThis task does not require a Cypher statement. It is asking for a validation of a fact, not a query to a graph database.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'TIBIAL MUSCULAR DYSTROPHY, TARDIVE'})-[:ASSOCIATES_DaG]->(g:Gene {name: 'TTN'}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "287it [19:33,  2.85s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (c:Compound)-[:TREATS_CtD]->(d:Disease) WHERE c.name = 'protein-tyrosine kinase inhibitor' AND d.name = 'sarcoma' RETURN COUNT(*) > 0 AS result;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'result': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "288it [19:37,  3.08s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Lafora Disease\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"EPM2A\"}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "289it [19:40,  3.03s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'Pseudoachondroplasia'})-[:ASSOCIATES_DaG]->(g:Gene {name: 'COMP'}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "290it [19:43,  3.08s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Charcot-Marie-Tooth disease, Type 4B1\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"MTMR2\"}) RETURN COUNT(*) > 0 AS result;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'result': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "291it [19:47,  3.48s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "292it [19:51,  3.44s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mThis task does not require a Cypher statement.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Farber Lipogranulomatosis\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"ASAH1\"}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "293it [19:55,  3.65s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "294it [19:58,  3.48s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mFalse. The question does not provide enough information to generate a Cypher statement. The schema provided does not include a property for Disease ontology identifier. Therefore, it is not possible to confirm if the Disease ontology identifier for Lesch-Nyhan syndrome is DOID:1919.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'Polycythemia Vera'}), (g:Gene {name: 'JAK2'})\n",
      "RETURN EXISTS((d)-[:ASSOCIATES_DaG]->(g)) AS association_exists\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "295it [20:01,  3.29s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "296it [20:02,  2.62s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mThis task does not require a Cypher statement.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "297it [20:03,  2.09s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mThis task does not require a Cypher statement.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "298it [20:07,  2.68s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mThis task is asking for a Cypher statement, not a True or False answer. Here is a Cypher statement that could be used to query a graph database to find if macrolide antibiotics treat cystic fibrosis:\n",
      "\n",
      "MATCH (c:Compound {name: 'macrolide antibiotics'})-[:TREATS_CtD]->(d:Disease {name: 'cystic fibrosis'}) RETURN c, d\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'Pierson syndrome'})-[r:ASSOCIATES_DaG]->(g:Gene {name: 'LAMB2'}) RETURN COUNT(r) > 0 AS association_exists\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'association_exists': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "299it [20:11,  3.06s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"CAMPOMELIC DYSPLASIA\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"SOX9\"}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "300it [20:14,  3.23s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'Fatal Familial Insomnia'}), (g:Gene {name: 'PRNP'})\n",
      "RETURN EXISTS((d)-[:ASSOCIATES_DaG]->(g)) AS association_exists\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "301it [20:18,  3.31s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "302it [20:19,  2.63s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mThe question does not require a Cypher statement.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Tay-Sachs Disease\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"HEXA\"}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "303it [20:22,  2.84s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'beta-Mannosidosis'}), (g:Gene {name: 'MANBA'})\n",
      "RETURN EXISTS((d)-[:ASSOCIATES_DaG]->(g)) AS AssociationExists\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "304it [20:25,  2.90s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Noonan Syndrome\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"SOS1\"}) RETURN d, g\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "305it [20:28,  2.98s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: 'Obesity'})-[r:ASSOCIATES_DaG]->(g:Gene {name: 'PPARG'}) RETURN COUNT(r) > 0 AS result;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'result': False}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "306it [20:31,  2.88s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Congenital amegakaryocytic thrombocytopenia\"}), (g:Gene {name: \"MPL\"}) \n",
      "RETURN EXISTS((d)-[:ASSOCIATES_DaG]->(g)) AS association_exists\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "307it [20:35,  3.16s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "308it [20:40,  3.82s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Leigh Disease\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"NDUFS4\"}) RETURN d, g\n",
      "\n",
      "This Cypher statement will return the Disease node for \"Leigh Disease\" and the Gene node for \"NDUFS4\" if there is an \"ASSOCIATES_DaG\" relationship between them. If the query returns a result, the statement is true. If it does not return a result, the statement is false.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Sandhoff Disease\"})-[:ASSOCIATES_DaG]->(g:Gene {name: \"HEXB\"}) RETURN NOT EXISTS((d)-[:ASSOCIATES_DaG]->(g)) AS result;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "309it [20:45,  4.03s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Doyne honeycomb retinal dystrophy\"}) RETURN d.identifier AS Disease_ontology_identifier;\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[{'Disease_ontology_identifier': 'DOID:0060745'}]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "310it [20:48,  3.71s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "\n",
      "\n",
      "\u001b[1m> Entering new GraphCypherQAChain chain...\u001b[0m\n",
      "Generated Cypher:\n",
      "\u001b[32;1m\u001b[1;3mMATCH (d:Disease {name: \"Juvenile polyposis syndrome\"}), (g:Gene {name: \"BMPR1A\"}) \n",
      "RETURN EXISTS((d)-[:ASSOCIATES_DaG]->(g)) AS result\u001b[0m\n",
      "Full Context:\n",
      "\u001b[32;1m\u001b[1;3m[]\u001b[0m\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "311it [20:51,  4.03s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m> Finished chain.\u001b[0m\n",
      "CPU times: user 15.8 s, sys: 2.02 s, total: 17.9 s\n",
      "Wall time: 20min 51s\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    }
   ],
   "source": [
    "%%time\n",
    "\n",
    "cypher_rag_out = []\n",
    "for index, row in tqdm(curated_data.iterrows()):\n",
    "    question = 'State if the following Question is True or False and state the reason. \\nQuestion: ' + row['text']\n",
    "    with get_openai_callback() as cb:\n",
    "        try:\n",
    "            cypher_rag_answer = chain.run(query=question, return_final_only=True, verbose=False)\n",
    "            if 'false' in cypher_rag_answer.lower():\n",
    "                cypher_rag_final_answer = 'False'\n",
    "            elif 'true' in cypher_rag_answer.lower():\n",
    "                cypher_rag_final_answer = 'True'\n",
    "            else:\n",
    "                cypher_rag_final_answer = None\n",
    "        except ValueError as e:\n",
    "            cypher_rag_answer = None\n",
    "            cypher_rag_final_answer = None\n",
    "                \n",
    "    cypher_rag_out.append((row['text'], row['label'], cypher_rag_answer, cypher_rag_final_answer, cb.total_tokens))\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "e3b6a32d-421b-4340-a45c-520c4286163b",
   "metadata": {},
   "outputs": [],
   "source": [
    "cypher_rag_out_df = pd.DataFrame(cypher_rag_out, columns=['text', 'label', 'cypher_rag_answer', 'cypher_rag_final_answer', 'total_tokens'])\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "0a072c59-0814-4d56-af97-8fcd762a2c25",
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "save_path = '../data/results'\n",
    "os.makedirs(save_path, exist_ok=True)\n",
    "cypher_rag_out_df.to_csv(os.path.join(save_path, 'cypher_rag_true_false_output.csv'), index=False)\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "73c183a0-4bcb-4845-993d-3d294e3ed9de",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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